Jina Embeddings V2 Base En

jina/jina-embeddings-v2-base-en by Jina
EmbeddingsOpenAI-compatible · Sync · Text input
Price from
$0.05 / 1M tokens
Tasks
1
Embeddings
Regions
United States
Mode
sync
Input
Text
Output
data

About Jina Embeddings V2 Base En

Jina Embeddings v2 Base English is a groundbreaking open-source text embedding model that solves the critical challenge of processing long documents while maintaining high accuracy. Organizations struggling with analyzing extensive legal documents, research papers, or financial reports will find this model particularly valuable. It stands out by handling documents up to 8,192 tokens in length—16 times longer than traditional models—while matching the performance of OpenAI's proprietary solutions. With a compact size of 0.27GB and efficient resource usage, it offers an accessible solution for teams seeking to implement advanced document analysis without excessive computational overhead.

Jina Embeddings V2 Base En is a Jina model available on Eden AI through its OpenAI-compatible API, from $0.05 / 1M tokens. Call it with the same API key as every other Eden AI model by sending its model ID to the /v3/embeddings endpoint, or through any OpenAI SDK, with processing in the United States.

Learn more about Embeddings APIs on Eden AI

Tasks and prices

Jina Embeddings V2 Base En is available on Eden AI for 1 tasks. It is served through Eden AI's OpenAI-compatible API: send its model ID to the /v3/embeddings endpoint with your Eden AI API key.

Task
Price
Regions
Mode
Docs
Playground
Embeddingsjina/jina-embeddings-v2-base-en
$0.05 / 1M tokens
sync

Parameters

What you send and what you get back when you call Jina Embeddings V2 Base En through Eden AI. The same fields work with every model of the same task, so you can switch model without changing your code.

Input

  • model (required): text. The model ID, as provider/model.
  • input (required): text. The text to embed, or a list of texts.

Response

  • data

Estimate your monthly cost

Enter your monthly volume for Embeddings to compare Jina Embeddings V2 Base En with its cheapest alternatives.

Call Jina Embeddings V2 Base En with Eden AI

Send the model ID to the OpenAI-compatible /v3/embeddings endpoint. Any OpenAI SDK works too: set its base URL to https://api.edenai.run/v3.

import requests

response = requests.post(
    "https://api.edenai.run/v3/embeddings",
    headers={"Authorization": "Bearer YOUR_EDENAI_API_KEY"},
    json={
        "model": "jina/jina-embeddings-v2-base-en",
        "input": "The quick brown fox jumps over the lazy dog",
    },
)
print(response.json())

Questions about Jina Embeddings V2 Base En

On Eden AI, Jina Embeddings V2 Base En costs $0.05 / 1M tokens for Embeddings. The Tasks and prices table lists the price for each task, and you only pay for what you use.

On Eden AI, Jina Embeddings V2 Base En is available for: Embeddings. Input: Text. Output: data.

Eden AI offers Embeddings from 14 providers, all callable with the same API key. The cheapest models are compared just below.

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